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DeepChao TechFlow News, January 21, according to Jin10 Data, on the first anniversary of the release of DeepSeek-R1, the new model “MODEL1” was revealed. DeepSeek updated the FlashMLA code on GitHub, with 28 mentions of MODEL1 across 114 files, appearing alongside V32 as a different model. It is known that V32 is DeepSeek-V3.2, and MODEL1 is very likely a new architecture. The specific differences in the code are reflected in the KV cache layout, sparsity handling, and FP8 decoding, with multiple variations in memory optimization. (Quantum bit)